M2E2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Argument Role Extraction | M2E2 text-only | Precision75 | 33 | |
| Argument Role Extraction | M2E2 multimedia | F1 Score55 | 28 | |
| Event Mention Identification | M2E2 text-only | Precision85.6 | 26 | |
| Event Mention Extraction | M2E2 Visual Events | F1 Score82.1 | 16 | |
| Argument Role Extraction | M2E2 Visual Events | Precision62.7 | 15 | |
| Event Mention Identification | M2E2 multimedia | F1 Score92.4 | 15 | |
| Argument Role Extraction | M2E2 image-only | Precision66.4 | 14 | |
| Event Mention Identification | M2E2 image-only | Precision (%)83.6 | 14 | |
| Event Mention Extraction | M2E2 (Multimedia Events) | Precision79.6 | 12 | |
| Event Argument Extraction | M2E2 Multimedia | Precision37 | 9 | |
| Event Detection | M2E2 Multimedia | Precision75.5 | 7 | |
| Event Argument Extraction | M2E2 Visual | Precision31.1 | 7 | |
| Event Detection | M2E2 Visual | Precision71.7 | 5 | |
| Event Detection | M2E2 Textual | Precision44.2 | 5 | |
| Image Segmentation | M2E2 (test) | I-Seg60.1 | 4 | |
| Event Argument Extraction | M2E2 (test) | EA Score (%)25.6 | 4 | |
| Event Type Classification | M2E2 (test) | Event Type Score30.2 | 4 | |
| Multimedia Event Detection | M2E2 MED sub-task | Precision53.2 | 3 | |
| Multimedia Event Argument Extraction | M2E2 MEAE sub-task | Precision30.7 | 2 |
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